Best TWAS P=5.2e-19 · Best GWAS P=1.33e-18 conditioned to 1
# | Study | Tissue | Gene | h2 | eQTL R2 | model | # weights | model R2 | model R2 P | eQTL GWAS Z | TWAS Z | TWAS P | Top SNP corr | PP3 | PP4 | joint |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | CommonMind | Brain Pre-frontal Cortex | USMG5 | 0.03 | 0.01 | bslmm | 352 | 0.00 | 7.5e-02 | -3.9 | 5.2 | 2.4e-07 | -0.03 | 0.16 | 0.42 | FALSE |
2 | GTEx | Adipose Subcutaneous | RP11-179B2.2 | 0.15 | 0.08 | lasso | 6 | 0.08 | 3.2e-07 | -6.4 | -7.6 | 3.5e-14 | 0.90 | 0.01 | 0.99 | FALSE |
3 | GTEx | Adipose Visceral Omentum | SEC31B | 0.18 | 0.28 | lasso | 10 | 0.27 | 1.5e-14 | 5.0 | -5.2 | 2.6e-07 | 0.06 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Visceral Omentum | RP11-179B2.2 | 0.13 | 0.02 | lasso | 3 | 0.03 | 6.5e-03 | -8.8 | -8.4 | 3.6e-17 | 0.99 | 0.00 | 0.99 | FALSE |
5 | GTEx | Artery Aorta | TMEM180 | 0.25 | 0.23 | enet | 37 | 0.25 | 7.4e-14 | -3.5 | -6.0 | 2.0e-09 | 0.05 | 1.00 | 0.00 | TRUE |
6 | GTEx | Artery Aorta | ARL3 | 0.19 | 0.07 | lasso | 6 | 0.06 | 4.8e-04 | -5.2 | 6.3 | 2.9e-10 | -0.09 | 0.23 | 0.61 | TRUE |
7 | GTEx | Artery Aorta | RP11-179B2.2 | 0.16 | 0.11 | lasso | 2 | 0.09 | 7.6e-06 | -8.8 | -8.4 | 3.0e-17 | 0.99 | 0.00 | 0.99 | FALSE |
8 | GTEx | Artery Tibial | RP11-179B2.2 | 0.11 | 0.09 | lasso | 4 | 0.08 | 8.8e-07 | -8.8 | -8.6 | 5.3e-18 | 0.96 | 0.00 | 1.00 | FALSE |
9 | GTEx | Brain Cerebellum | TRIM8 | 0.34 | -0.01 | enet | 25 | 0.07 | 4.7e-03 | 2.5 | 6.4 | 1.5e-10 | -0.08 | 0.07 | 0.37 | FALSE |
10 | GTEx | Brain Cerebellum | RP11-179B2.2 | 0.37 | 0.21 | lasso | 4 | 0.20 | 1.4e-06 | -8.8 | -8.9 | 5.2e-19 | 0.96 | 0.00 | 0.99 | TRUE |
11 | GTEx | Brain Frontal Cortex BA9 | RP11-179B2.2 | 0.22 | 0.15 | lasso | 2 | 0.11 | 7.2e-04 | -8.8 | -8.3 | 9.0e-17 | 0.98 | 0.01 | 0.96 | FALSE |
12 | GTEx | Breast Mammary Tissue | SFXN2 | 0.11 | 0.00 | enet | 12 | 0.03 | 1.3e-02 | -3.5 | 5.4 | 5.3e-08 | -0.06 | 0.19 | 0.05 | FALSE |
13 | GTEx | Breast Mammary Tissue | RP11-179B2.2 | 0.11 | 0.09 | lasso | 2 | 0.07 | 1.8e-04 | -8.8 | -7.8 | 4.9e-15 | 0.96 | 0.01 | 0.99 | FALSE |
14 | GTEx | Breast Mammary Tissue (Male) | RP11-179B2.2 | 0.16 | -0.01 | enet | 4 | -0.01 | 7.1e-01 | 8.2 | -8.2 | 2.2e-16 | 0.77 | 0.03 | 0.47 | FALSE |
15 | GTEx | Breast Mammary Tissue (Female) | CYP17A1-AS1 | 0.14 | 0.01 | lasso | 11 | 0.00 | 4.7e-01 | -7.5 | -5.8 | 6.2e-09 | 0.02 | 0.05 | 0.40 | FALSE |
16 | GTEx | Cells Transformed fibroblasts | GBF1 | 0.07 | 0.00 | enet | 2 | 0.00 | 1.4e-01 | -7.0 | -6.6 | 3.7e-11 | 0.08 | 0.04 | 0.48 | FALSE |
17 | GTEx | Cells Transformed fibroblasts | SUFU | 0.07 | 0.04 | lasso | 3 | 0.04 | 3.5e-04 | -7.5 | -7.7 | 1.2e-14 | 0.05 | 0.29 | 0.36 | FALSE |
18 | GTEx | Colon Sigmoid | ARL3 | 0.13 | 0.10 | lasso | 6 | 0.05 | 5.5e-03 | -5.2 | 5.3 | 1.2e-07 | -0.09 | 0.15 | 0.37 | FALSE |
19 | GTEx | Esophagus Muscularis | RP11-179B2.2 | 0.15 | 0.16 | lasso | 3 | 0.16 | 8.1e-10 | -8.7 | -8.7 | 3.3e-18 | 0.98 | 0.01 | 0.99 | FALSE |
20 | GTEx | Heart Left Ventricle | RP11-179B2.2 | 0.15 | 0.18 | enet | 2 | 0.14 | 4.8e-08 | -8.8 | -8.8 | 1.7e-18 | 1.00 | 0.00 | 1.00 | FALSE |
21 | GTEx | Liver | ACTR1A | 0.15 | 0.00 | lasso | 10 | 0.00 | 4.6e-01 | 3.2 | 5.4 | 5.7e-08 | -0.01 | 0.07 | 0.10 | FALSE |
22 | GTEx | Lung | RP11-179B2.2 | 0.18 | 0.12 | lasso | 3 | 0.12 | 1.7e-09 | -8.8 | -8.3 | 1.1e-16 | 0.99 | 0.00 | 1.00 | FALSE |
23 | GTEx | Muscle Skeletal | TMEM180 | 0.05 | 0.01 | lasso | 6 | 0.01 | 8.3e-02 | -4.1 | -5.7 | 1.5e-08 | 0.06 | 0.06 | 0.53 | TRUE |
24 | GTEx | Nerve Tibial | RP11-179B2.2 | 0.15 | 0.08 | lasso | 2 | 0.12 | 6.4e-09 | -8.7 | -7.1 | 1.5e-12 | 0.88 | 0.01 | 0.99 | FALSE |
25 | GTEx | Skin Not Sun Exposed Suprapubic | RP11-179B2.2 | 0.27 | 0.15 | enet | 36 | 0.15 | 2.0e-08 | -8.8 | -7.2 | 7.1e-13 | 0.75 | 0.00 | 1.00 | FALSE |
26 | GTEx | Skin Sun Exposed Lower leg | HIF1AN | 0.07 | 0.05 | lasso | 8 | 0.03 | 2.2e-03 | 5.0 | -5.1 | 2.7e-07 | 0.06 | 0.93 | 0.00 | FALSE |
27 | GTEx | Skin Sun Exposed Lower leg | RP11-179B2.2 | 0.12 | 0.09 | lasso | 2 | 0.08 | 1.7e-07 | -6.2 | -6.1 | 1.3e-09 | 0.86 | 0.05 | 0.94 | FALSE |
28 | GTEx | Stomach | BTRC | 0.12 | 0.04 | enet | 10 | 0.04 | 4.9e-03 | 1.9 | 5.4 | 8.5e-08 | -0.07 | 0.17 | 0.04 | FALSE |
29 | GTEx | Testis | NT5C2 | 0.20 | 0.03 | lasso | 8 | 0.08 | 2.8e-04 | -7.5 | -5.8 | 6.6e-09 | 0.07 | 0.09 | 0.81 | FALSE |
30 | GTEx | Testis | HIF1AN | 0.12 | 0.08 | lasso | 3 | 0.06 | 1.6e-03 | 5.0 | -5.2 | 2.0e-07 | 0.07 | 0.34 | 0.04 | FALSE |
31 | GTEx | Testis | CYP17A1-AS1 | 0.14 | 0.08 | enet | 5 | 0.10 | 2.3e-05 | -7.5 | 7.6 | 2.1e-14 | -0.04 | 0.03 | 0.96 | FALSE |
32 | GTEx | Thyroid | C10orf95 | 0.10 | 0.02 | enet | 28 | 0.02 | 6.6e-03 | -3.5 | -5.8 | 6.9e-09 | 0.05 | 0.21 | 0.04 | TRUE |
33 | GTEx | Thyroid | WBP1L | 0.26 | 0.10 | enet | 9 | 0.13 | 2.1e-10 | -2.0 | 5.5 | 4.2e-08 | -0.06 | 0.18 | 0.82 | FALSE |
34 | GTEx | Thyroid | RP11-179B2.2 | 0.18 | 0.12 | lasso | 7 | 0.11 | 8.3e-09 | -6.4 | -7.1 | 1.7e-12 | 0.91 | 0.04 | 0.96 | FALSE |
35 | GTEx | Uterus | SEC31B | 0.40 | 0.14 | lasso | 18 | 0.05 | 3.1e-02 | 4.9 | -5.3 | 1.1e-07 | 0.02 | 0.36 | 0.04 | TRUE |
36 | GTEx | Whole Blood | TMEM180 | 0.24 | 0.01 | enet | 44 | 0.00 | 1.4e-01 | -3.6 | -5.2 | 2.0e-07 | -0.02 | 0.26 | 0.08 | TRUE |
37 | METSIM | Adipose | MRPL43 | 0.05 | 0.04 | bslmm | 422 | 0.04 | 1.9e-06 | 3.9 | -5.9 | 4.4e-09 | 0.46 | 0.94 | 0.02 | FALSE |
38 | ROSMAP | Brain Pre-frontal Cortex | ARL3 | 0.24 | 0.14 | bslmm | 368 | 0.16 | 3.9e-20 | -5.2 | 5.8 | 7.5e-09 | -0.06 | 1.00 | 0.00 | FALSE |
39 | ROSMAP | Brain Pre-frontal Cortex | CNNM2 | 0.11 | 0.08 | lasso | 3 | 0.07 | 2.2e-09 | -8.1 | -8.0 | 8.7e-16 | 0.05 | 0.02 | 0.98 | TRUE |
40 | ROSMAP | Brain Pre-frontal Cortex | USMG5 | 0.04 | 0.03 | lasso | 9 | 0.03 | 1.6e-04 | -3.9 | 6.2 | 6.7e-10 | -0.01 | 0.05 | 0.92 | TRUE |
41 | YFS | Blood | NT5C2 | 0.13 | 0.10 | bslmm | 382 | 0.11 | 7.3e-35 | -7.8 | -6.5 | 6.0e-11 | 0.05 | 0.02 | 0.98 | FALSE |
42 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | AS3MT | 0.06 | 0.09 | enet | 6 | 0.07 | 1.3e-06 | -4.4 | 5.9 | 4.5e-09 | -0.02 | 0.38 | 0.60 | FALSE |
43 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | ARL3 | 0.09 | 0.02 | blup | 57 | 0.05 | 1.8e-03 | -5.2 | 5.5 | 4.6e-08 | -0.08 | 0.01 | 0.60 | TRUE |
44 | The Cancer Genome Atlas | Colon Adenocarcinoma | MRPL43 | 0.07 | 0.02 | blup | 52 | 0.00 | 1.7e-01 | -8.3 | 8.6 | 7.0e-18 | -0.80 | 0.01 | 0.82 | FALSE |
45 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | MRPL43 | 0.03 | 0.02 | blup | 52 | 0.03 | 3.0e-04 | 3.8 | 5.8 | 6.2e-09 | -0.68 | 0.10 | 0.51 | FALSE |
46 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | ARL3 | 0.03 | 0.02 | lasso | 3 | 0.02 | 1.1e-03 | -5.2 | 5.2 | 2.0e-07 | -0.08 | 0.03 | 0.73 | TRUE |
47 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | SEMA4G | 0.04 | 0.01 | blup | 52 | 0.02 | 1.2e-03 | -6.2 | -6.3 | 3.4e-10 | 0.83 | 0.01 | 0.80 | FALSE |
48 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TMEM180 | 0.06 | 0.03 | lasso | 5 | 0.03 | 3.7e-04 | -4.7 | -5.2 | 2.3e-07 | 0.07 | 0.00 | 0.97 | FALSE |
49 | The Cancer Genome Atlas | Brain Lower Grade Glioma | ACTR1A | 0.04 | 0.01 | blup | 51 | 0.02 | 7.1e-04 | -3.6 | -5.4 | 6.0e-08 | 0.08 | 0.03 | 0.15 | TRUE |
50 | The Cancer Genome Atlas | Brain Lower Grade Glioma | SEMA4G | 0.03 | 0.01 | blup | 52 | 0.01 | 4.2e-02 | -8.7 | -6.2 | 5.8e-10 | 0.82 | 0.00 | 0.90 | FALSE |
51 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | MRPL43 | 0.06 | 0.04 | blup | 51 | 0.04 | 7.4e-04 | 3.9 | 5.2 | 1.7e-07 | -0.52 | 0.55 | 0.08 | FALSE |
52 | The Cancer Genome Atlas | Pheochromocytoma and Paraganglioma | FAM178A | 0.14 | 0.08 | lasso | 2 | 0.08 | 5.9e-04 | 7.9 | 7.2 | 7.9e-13 | -0.53 | 0.07 | 0.14 | FALSE |
53 | The Cancer Genome Atlas | Prostate Adenocarcinoma | ARL3 | 0.04 | 0.02 | blup | 57 | 0.03 | 9.2e-04 | -5.2 | 5.6 | 2.6e-08 | -0.08 | 0.06 | 0.56 | FALSE |
54 | The Cancer Genome Atlas | Thyroid Carcinoma | SEC31B | 0.12 | 0.19 | blup | 51 | 0.20 | 1.1e-18 | 5.0 | -5.1 | 2.7e-07 | 0.06 | 0.04 | 0.96 | FALSE |
55 | The Cancer Genome Atlas | Thyroid Carcinoma | SEMA4G | 0.07 | 0.08 | blup | 52 | 0.08 | 5.1e-08 | 3.8 | -5.7 | 1.1e-08 | 0.75 | 0.04 | 0.96 | FALSE |